Pandas Profiling Report

Dataset statistics

Number of variables	34
Number of observations	3277
Missing cells	2
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	870.6 KiB
Average record size in memory	272.0 B

Variable types

Numeric	29
Categorical	5

Warnings

`time` has a high cardinality: 3277 distinct values	High cardinality
`level_0` is highly correlated with `df_index` and 7 other fields	High correlation
`df_index` is highly correlated with `level_0` and 7 other fields	High correlation
`open` is highly correlated with `level_0` and 6 other fields	High correlation
`high` is highly correlated with `level_0` and 6 other fields	High correlation
`low` is highly correlated with `level_0` and 6 other fields	High correlation
`close` is highly correlated with `level_0` and 6 other fields	High correlation
`volume` is highly correlated with `pvo12-26`	High correlation
`sma5-20` is highly correlated with `sma8-15` and 5 other fields	High correlation
`sma8-15` is highly correlated with `sma5-20` and 6 other fields	High correlation
`sma20-50` is highly correlated with `sma5-20` and 4 other fields	High correlation
`ema5-20` is highly correlated with `sma5-20` and 7 other fields	High correlation
`macd` is highly correlated with `sma5-20` and 7 other fields	High correlation
`ao14` is highly correlated with `wd14` and 6 other fields	High correlation
`wd14` is highly correlated with `ao14` and 6 other fields	High correlation
`ppo12-26` is highly correlated with `sma8-15` and 10 other fields	High correlation
`rsi14` is highly correlated with `ema5-20` and 7 other fields	High correlation
`mfi14` is highly correlated with `ao14` and 6 other fields	High correlation
`tsi` is highly correlated with `macd` and 7 other fields	High correlation
`so14` is highly correlated with `ao14` and 6 other fields	High correlation
`cmo14` is highly correlated with `ao14` and 6 other fields	High correlation
`pvo12-26` is highly correlated with `volume`	High correlation
`adl` is highly correlated with `level_0` and 2 other fields	High correlation
`obv` is highly correlated with `level_0` and 7 other fields	High correlation
`fi13` is highly correlated with `sma5-20` and 4 other fields	High correlation
`fi50` is highly correlated with `sma5-20` and 6 other fields	High correlation
`market_cap` is highly correlated with `level_0` and 6 other fields	High correlation
`return` is highly correlated with `close_buy_indicator` and 1 other fields	High correlation
`close_buy_indicator` is highly correlated with `return`	High correlation
`close_short_indicator` is highly correlated with `return`	High correlation
`level_0` is highly correlated with `df_index` and 7 other fields	High correlation
`df_index` is highly correlated with `level_0` and 7 other fields	High correlation
`open` is highly correlated with `level_0` and 7 other fields	High correlation
`high` is highly correlated with `level_0` and 7 other fields	High correlation
`low` is highly correlated with `level_0` and 7 other fields	High correlation
`close` is highly correlated with `level_0` and 7 other fields	High correlation
`volume` is highly correlated with `pvo12-26` and 1 other fields	High correlation
`sma5-20` is highly correlated with `sma8-15` and 12 other fields	High correlation
`sma8-15` is highly correlated with `sma5-20` and 13 other fields	High correlation
`sma20-50` is highly correlated with `sma8-15` and 6 other fields	High correlation
`ema5-20` is highly correlated with `sma5-20` and 13 other fields	High correlation
`macd` is highly correlated with `sma5-20` and 13 other fields	High correlation
`ao14` is highly correlated with `sma5-20` and 12 other fields	High correlation
`wd14` is highly correlated with `sma5-20` and 12 other fields	High correlation
`ppo12-26` is highly correlated with `sma5-20` and 13 other fields	High correlation
`rsi14` is highly correlated with `sma5-20` and 13 other fields	High correlation
`mfi14` is highly correlated with `sma5-20` and 12 other fields	High correlation
`tsi` is highly correlated with `sma5-20` and 13 other fields	High correlation
`so14` is highly correlated with `sma5-20` and 12 other fields	High correlation
`cmo14` is highly correlated with `sma5-20` and 12 other fields	High correlation
`pvo12-26` is highly correlated with `volume`	High correlation
`adl` is highly correlated with `level_0` and 7 other fields	High correlation
`obv` is highly correlated with `level_0` and 7 other fields	High correlation
`fi13` is highly correlated with `sma5-20` and 12 other fields	High correlation
`fi50` is highly correlated with `sma5-20` and 13 other fields	High correlation
`market_cap` is highly correlated with `level_0` and 8 other fields	High correlation
`return` is highly correlated with `close_buy_indicator` and 1 other fields	High correlation
`close_buy_indicator` is highly correlated with `return`	High correlation
`close_short_indicator` is highly correlated with `return`	High correlation
`level_0` is highly correlated with `df_index` and 7 other fields	High correlation
`df_index` is highly correlated with `level_0` and 7 other fields	High correlation
`open` is highly correlated with `level_0` and 7 other fields	High correlation
`high` is highly correlated with `level_0` and 7 other fields	High correlation
`low` is highly correlated with `level_0` and 7 other fields	High correlation
`close` is highly correlated with `level_0` and 7 other fields	High correlation
`sma5-20` is highly correlated with `sma8-15` and 10 other fields	High correlation
`sma8-15` is highly correlated with `sma5-20` and 10 other fields	High correlation
`sma20-50` is highly correlated with `ema5-20` and 4 other fields	High correlation
`ema5-20` is highly correlated with `sma5-20` and 11 other fields	High correlation
`macd` is highly correlated with `sma5-20` and 7 other fields	High correlation
`ao14` is highly correlated with `sma5-20` and 5 other fields	High correlation
`wd14` is highly correlated with `ao14` and 5 other fields	High correlation
`ppo12-26` is highly correlated with `sma5-20` and 8 other fields	High correlation
`rsi14` is highly correlated with `sma5-20` and 12 other fields	High correlation
`mfi14` is highly correlated with `sma5-20` and 7 other fields	High correlation
`tsi` is highly correlated with `sma8-15` and 8 other fields	High correlation
`so14` is highly correlated with `sma5-20` and 8 other fields	High correlation
`cmo14` is highly correlated with `sma5-20` and 9 other fields	High correlation
`adl` is highly correlated with `level_0` and 7 other fields	High correlation
`obv` is highly correlated with `level_0` and 7 other fields	High correlation
`fi13` is highly correlated with `sma5-20` and 5 other fields	High correlation
`fi50` is highly correlated with `sma5-20` and 8 other fields	High correlation
`market_cap` is highly correlated with `level_0` and 7 other fields	High correlation
`cmo14` is highly correlated with `ppo12-26` and 8 other fields	High correlation
`sma5-20` is highly correlated with `macd` and 16 other fields	High correlation
`macd` is highly correlated with `sma5-20` and 16 other fields	High correlation
`open` is highly correlated with `sma5-20` and 13 other fields	High correlation
`level_0` is highly correlated with `sma5-20` and 14 other fields	High correlation
`ppo12-26` is highly correlated with `cmo14` and 15 other fields	High correlation
`close_short_indicator` is highly correlated with `return`	High correlation
`ao14` is highly correlated with `cmo14` and 6 other fields	High correlation
`low` is highly correlated with `sma5-20` and 13 other fields	High correlation
`volume` is highly correlated with `pvo12-26` and 3 other fields	High correlation
`df_index` is highly correlated with `sma5-20` and 14 other fields	High correlation
`high` is highly correlated with `sma5-20` and 13 other fields	High correlation
`sma8-15` is highly correlated with `cmo14` and 19 other fields	High correlation
`close` is highly correlated with `sma5-20` and 13 other fields	High correlation
`obv` is highly correlated with `sma5-20` and 13 other fields	High correlation
`market_cap` is highly correlated with `sma5-20` and 13 other fields	High correlation
`rsi14` is highly correlated with `cmo14` and 11 other fields	High correlation
`ema5-20` is highly correlated with `cmo14` and 19 other fields	High correlation
`pvo12-26` is highly correlated with `volume` and 4 other fields	High correlation
`atrp14` is highly correlated with `return` and 1 other fields	High correlation
`tsi` is highly correlated with `cmo14` and 13 other fields	High correlation
`adl` is highly correlated with `open` and 6 other fields	High correlation
`return` is highly correlated with `close_short_indicator` and 4 other fields	High correlation
`fi50` is highly correlated with `sma5-20` and 16 other fields	High correlation
`sma20-50` is highly correlated with `sma5-20` and 15 other fields	High correlation
`mfi14` is highly correlated with `cmo14` and 9 other fields	High correlation
`adx14` is highly correlated with `ppo12-26` and 3 other fields	High correlation
`close_buy_indicator` is highly correlated with `return`	High correlation
`so14` is highly correlated with `cmo14` and 9 other fields	High correlation
`fi13` is highly correlated with `sma5-20` and 7 other fields	High correlation
`wd14` is highly correlated with `cmo14` and 9 other fields	High correlation
`level_0` is uniformly distributed	Uniform
`df_index` is uniformly distributed	Uniform
`time` is uniformly distributed	Uniform
`level_0` has unique values	Unique
`df_index` has unique values	Unique
`time` has unique values	Unique
`sma8-15` has unique values	Unique
`sma20-50` has unique values	Unique
`ema5-20` has unique values	Unique
`macd` has unique values	Unique
`wd14` has unique values	Unique
`ppo12-26` has unique values	Unique
`tsi` has unique values	Unique
`so14` has unique values	Unique
`pvo12-26` has unique values	Unique
`fi13` has unique values	Unique
`fi50` has unique values	Unique

Reproduction

Analysis started	2022-06-15 11:12:03.316614
Analysis finished	2022-06-15 11:13:36.996246
Duration	1 minute and 33.68 seconds
Software version	pandas-profiling v3.0.0
Download configuration	config.json

level_0
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	3277
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1649

Minimum	11
Maximum	3287
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	25.7 KiB

Quantile statistics

Minimum	11
5-th percentile	174.8
Q1	830
median	1649
Q3	2468
95-th percentile	3123.2
Maximum	3287
Range	3276
Interquartile range (IQR)	1638

Descriptive statistics

Standard deviation	946.1327426
Coefficient of variation (CV)	0.5737615177
Kurtosis	-1.2
Mean	1649
Median Absolute Deviation (MAD)	819
Skewness	0
Sum	5403773
Variance	895167.1667
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2047	1	< 0.1%
541	1	< 0.1%
561	1	< 0.1%
2608	1	< 0.1%
557	1	< 0.1%
2604	1	< 0.1%
553	1	< 0.1%
2600	1	< 0.1%
549	1	< 0.1%
2596	1	< 0.1%
Other values (3267)	3267	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
11	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
15	1	< 0.1%
16	1	< 0.1%
17	1	< 0.1%
18	1	< 0.1%
19	1	< 0.1%
20	1	< 0.1%

Value	Count	Frequency (%)
3287	1	< 0.1%
3286	1	< 0.1%
3285	1	< 0.1%
3284	1	< 0.1%
3283	1	< 0.1%
3282	1	< 0.1%
3281	1	< 0.1%
3280	1	< 0.1%
3279	1	< 0.1%
3278	1	< 0.1%

df_index
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	3277
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1649

Minimum	11
Maximum	3287
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	25.7 KiB

Quantile statistics

Minimum	11
5-th percentile	174.8
Q1	830
median	1649
Q3	2468
95-th percentile	3123.2
Maximum	3287
Range	3276
Interquartile range (IQR)	1638

Descriptive statistics

Standard deviation	946.1327426
Coefficient of variation (CV)	0.5737615177
Kurtosis	-1.2
Mean	1649
Median Absolute Deviation (MAD)	819
Skewness	0
Sum	5403773
Variance	895167.1667
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2047	1	< 0.1%
541	1	< 0.1%
561	1	< 0.1%
2608	1	< 0.1%
557	1	< 0.1%
2604	1	< 0.1%
553	1	< 0.1%
2600	1	< 0.1%
549	1	< 0.1%
2596	1	< 0.1%
Other values (3267)	3267	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
11	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
15	1	< 0.1%
16	1	< 0.1%
17	1	< 0.1%
18	1	< 0.1%
19	1	< 0.1%
20	1	< 0.1%

Value	Count	Frequency (%)
3287	1	< 0.1%
3286	1	< 0.1%
3285	1	< 0.1%
3284	1	< 0.1%
3283	1	< 0.1%
3282	1	< 0.1%
3281	1	< 0.1%
3280	1	< 0.1%
3279	1	< 0.1%
3278	1	< 0.1%

time
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	3277
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	25.7 KiB

2021-05-31 00:00:00	1
2020-10-23 00:00:00	1
2017-09-09 00:00:00	1
2014-06-30 00:00:00	1
2015-05-31 00:00:00	1
Other values (3272)	3272

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	62263
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3277 ?
Unique (%)	100.0%

Sample

1st row	2013-04-12 00:00:00
2nd row	2013-04-13 00:00:00
3rd row	2013-04-14 00:00:00
4th row	2013-04-15 00:00:00
5th row	2013-04-16 00:00:00

Common Values

Value	Count	Frequency (%)
2021-05-31 00:00:00	1	< 0.1%
2020-10-23 00:00:00	1	< 0.1%
2017-09-09 00:00:00	1	< 0.1%
2014-06-30 00:00:00	1	< 0.1%
2015-05-31 00:00:00	1	< 0.1%
2022-01-12 00:00:00	1	< 0.1%
2018-09-08 00:00:00	1	< 0.1%
2021-01-19 00:00:00	1	< 0.1%
2019-07-05 00:00:00	1	< 0.1%
2022-03-04 00:00:00	1	< 0.1%
Other values (3267)	3267	99.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
00:00:00	3277	50.0%
2022-02-28	1	< 0.1%
2019-12-18	1	< 0.1%
2015-03-13	1	< 0.1%
2013-12-21	1	< 0.1%
2014-09-20	1	< 0.1%
2020-09-17	1	< 0.1%
2021-01-30	1	< 0.1%
2020-05-23	1	< 0.1%
2018-04-29	1	< 0.1%
Other values (3268)	3268	49.9%

Most occurring characters

Value	Count	Frequency (%)
0	27311	43.9%
-	6554	10.5%
:	6554	10.5%
2	6119	9.8%
1	5661	9.1%
	3277	5.3%
3	1028	1.7%
5	967	1.6%
7	967	1.6%
8	967	1.6%
Other values (3)	2858	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	45878	73.7%
Dash Punctuation	6554	10.5%
Other Punctuation	6554	10.5%
Space Separator	3277	5.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	27311	59.5%
2	6119	13.3%
1	5661	12.3%
3	1028	2.2%
5	967	2.1%
7	967	2.1%
8	967	2.1%
6	959	2.1%
9	951	2.1%
4	948	2.1%

Dash Punctuation

Value	Count	Frequency (%)
-	6554	100.0%

Space Separator

Value	Count	Frequency (%)
	3277	100.0%

Other Punctuation

Value	Count	Frequency (%)
:	6554	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	62263	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	27311	43.9%
-	6554	10.5%
:	6554	10.5%
2	6119	9.8%
1	5661	9.1%
	3277	5.3%
3	1028	1.7%
5	967	1.6%
7	967	1.6%
8	967	1.6%
Other values (3)	2858	4.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	62263	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	27311	43.9%
-	6554	10.5%
:	6554	10.5%
2	6119	9.8%
1	5661	9.1%
	3277	5.3%
3	1028	1.7%
5	967	1.6%
7	967	1.6%
8	967	1.6%
Other values (3)	2858	4.6%

open
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3238
Distinct (%)	98.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9934.768238

Minimum	61.17
Maximum	67554.13
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	25.7 KiB

Quantile statistics

Minimum	61.17
5-th percentile	127.736
Q1	447.94
median	3714.6
Q3	9677.6
95-th percentile	48910.812
Maximum	67554.13
Range	67492.96
Interquartile range (IQR)	9229.66

Descriptive statistics

Standard deviation	15584.08404
Coefficient of variation (CV)	1.568640925
Kurtosis	2.825295107
Mean	9934.768238
Median Absolute Deviation (MAD)	3456.14
Skewness	1.993962414
Sum	32556235.52
Variance	242863675.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
604.09	8	0.2%
101	2	0.1%
4100	2	0.1%
6666.9	2	0.1%
334	2	0.1%
9791	2	0.1%
10400	2	0.1%
99.2	2	0.1%
258.46	2	0.1%
574	2	0.1%
Other values (3228)	3251	99.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
61.17	1	< 0.1%
65.79	1	< 0.1%
66.6	1	< 0.1%
73.62	1	< 0.1%
73.75	1	< 0.1%
74	1	< 0.1%
74.25	1	< 0.1%
74.9	1	< 0.1%
77.55	1	< 0.1%
83.98	1	< 0.1%

Value	Count	Frequency (%)
67554.13	1	< 0.1%
66928.42	1	< 0.1%
66021.26	1	< 0.1%
65509.87	1	< 0.1%
64919.18	1	< 0.1%
64807.73	1	< 0.1%
64403.43	1	< 0.1%
64263.93176	1	< 0.1%
64144.42	1	< 0.1%
63621.05	1	< 0.1%

high
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3168
Distinct (%)	96.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10253.01825

Minimum	73.26
Maximum	69000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	25.7 KiB

Quantile statistics

Minimum	73.26
5-th percentile	130.918
Q1	454.91
median	3916.9
Q3	9903.89
95-th percentile	49957.2
Maximum	69000
Range	68926.74
Interquartile range (IQR)	9448.98

Descriptive statistics

Standard deviation	16036.56337
Coefficient of variation (CV)	1.564082202
Kurtosis	2.755717637
Mean	10253.01825
Median Absolute Deviation (MAD)	3637.48
Skewness	1.980390189
Sum	33599140.82
Variance	257171364.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
604.09	7	0.2%
8600	4	0.1%
590	3	0.1%
664	3	0.1%
615	3	0.1%
227	3	0.1%
386	3	0.1%
241	3	0.1%
130	2	0.1%
390	2	0.1%
Other values (3158)	3244	99.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
73.26	1	< 0.1%
75	1	< 0.1%
76.01	1	< 0.1%
77	1	< 0.1%
79.17	1	< 0.1%
82	1	< 0.1%
82.5	1	< 0.1%
86.4	1	< 0.1%
87.1	2	0.1%
87.2	1	< 0.1%

Value	Count	Frequency (%)
69000	1	< 0.1%
68568.85	1	< 0.1%
67803.55	1	< 0.1%
67016.5	1	< 0.1%
66664.1	1	< 0.1%
66387.4	1	< 0.1%
65625.44	1	< 0.1%
65525	1	< 0.1%
65497.53	1	< 0.1%
64990	1	< 0.1%

low
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3143
Distinct (%)	95.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9573.749393

Minimum	0.01
Maximum	66250
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	25.7 KiB

Quantile statistics

Minimum	0.01
5-th percentile	124.896
Q1	436.95
median	3555.3
Q3	9356
95-th percentile	47050.04
Maximum	66250
Range	66249.99
Interquartile range (IQR)	8919.05

Descriptive statistics

Standard deviation	15044.0285
Coefficient of variation (CV)	1.571383152
Kurtosis	2.880612204
Mean	9573.749393
Median Absolute Deviation (MAD)	3308.32
Skewness	2.004306362
Sum	31373176.76
Variance	226322793.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
604.09	7	0.2%
117	6	0.2%
115	4	0.1%
10000	4	0.1%
8400	4	0.1%
375.01	4	0.1%
445.01	3	0.1%
123	3	0.1%
452	3	0.1%
11000	3	0.1%
Other values (3133)	3236	98.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.01	1	< 0.1%
0.06	1	< 0.1%
1	1	< 0.1%
13	1	< 0.1%
20	1	< 0.1%
51	1	< 0.1%
61	1	< 0.1%
62.94	1	< 0.1%
64	1	< 0.1%
65.2	1	< 0.1%

Value	Count	Frequency (%)
66250	1	< 0.1%
64079	1	< 0.1%
63564	1	< 0.1%
63525	1	< 0.1%
63394.17	1	< 0.1%
63348.91	1	< 0.1%
63277	1	< 0.1%
62700.1	1	< 0.1%
62255	1	< 0.1%
61980	1	< 0.1%

close
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3246
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9947.570175

Minimum	61.351
Maximum	67551.72
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	25.7 KiB

Quantile statistics

Minimum	61.351
5-th percentile	127.968
Q1	447.85
median	3678.21
Q3	9681.24
95-th percentile	48909.016
Maximum	67551.72
Range	67490.369
Interquartile range (IQR)	9233.39

Descriptive statistics

Standard deviation	15597.56502
Coefficient of variation (CV)	1.56797738
Kurtosis	2.808096318
Mean	9947.570175
Median Absolute Deviation (MAD)	3424.09
Skewness	1.99032481
Sum	32598187.46
Variance	243284034.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
604.09	8	0.2%
755	2	0.1%
10165.84	2	0.1%
240.67	2	0.1%
6605	2	0.1%
232.24	2	0.1%
518.4	2	0.1%
635.3	2	0.1%
417.03	2	0.1%
124.9	2	0.1%
Other values (3236)	3251	99.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
61.351	1	< 0.1%
65.1	1	< 0.1%
66.5	1	< 0.1%
72.5	1	< 0.1%
73.62	1	< 0.1%
73.82	1	< 0.1%
74.77	1	< 0.1%
75.02	1	< 0.1%
77.53	1	< 0.1%
83.98	1	< 0.1%

Value	Count	Frequency (%)
67551.72	1	< 0.1%
66944.67	1	< 0.1%
66026.54	1	< 0.1%
65505.02	1	< 0.1%
64912.2	1	< 0.1%
64807.74	1	< 0.1%
64400.01	1	< 0.1%
64303.14	1	< 0.1%
64147.9	1	< 0.1%
63587.2	1	< 0.1%

volume
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3271
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	56962.90802

Minimum	0
Maximum	751264.9545
Zeros	7
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	25.7 KiB

Quantile statistics

Minimum	0
5-th percentile	8121.255832
Q1	24371.55448
median	44644.46924
Q3	73235.76717
95-th percentile	143591.7692
Maximum	751264.9545
Range	751264.9545
Interquartile range (IQR)	48864.21269

Descriptive statistics

Standard deviation	51744.41613
Coefficient of variation (CV)	0.9083878953
Kurtosis	25.62975046
Mean	56962.90802
Median Absolute Deviation (MAD)	22930.27866
Skewness	3.518434676
Sum	186667449.6
Variance	2677484601
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7	0.2%
50857.29938	1	< 0.1%
8184.916291	1	< 0.1%
125537.3172	1	< 0.1%
22638.61552	1	< 0.1%
129314.8444	1	< 0.1%
5313.631701	1	< 0.1%
24533.7716	1	< 0.1%
120163.7805	1	< 0.1%
42268.80978	1	< 0.1%
Other values (3261)	3261	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7	0.2%
1127.108055	1	< 0.1%
1272.22323	1	< 0.1%
1377.793049	1	< 0.1%
1404.552167	1	< 0.1%
1874.373855	1	< 0.1%
2209.024527	1	< 0.1%
2270.750403	1	< 0.1%
2314.690145	1	< 0.1%
2365.531659	1	< 0.1%

Value	Count	Frequency (%)
751264.9545	1	< 0.1%
679387.8715	1	< 0.1%
528732.3909	1	< 0.1%
476441.2954	1	< 0.1%
453858.0307	1	< 0.1%
410843.4671	1	< 0.1%
395095.2281	1	< 0.1%
365380.1578	1	< 0.1%
363369.6887	1	< 0.1%
358621.4669	1	< 0.1%

sma5-20
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3276
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	101.2529772

Minimum	-11125.46633
Maximum	8840.240632
Zeros	0
Zeros (%)	0.0%
Negative	1453
Negative (%)	44.3%
Memory size	25.7 KiB

Quantile statistics

Minimum	-11125.46633
5-th percentile	-1574.8687
Q1	-43.4978505
median	4.5525
Q3	161.59795
95-th percentile	1993.94926
Maximum	8840.240632
Range	19965.70696
Interquartile range (IQR)	205.0958005

Descriptive statistics

Standard deviation	1430.271966
Coefficient of variation (CV)	14.12572751
Kurtosis	14.70011014
Mean	101.2529772
Median Absolute Deviation (MAD)	87.4515865
Skewness	0.5144167458
Sum	331806.0064
Variance	2045677.896
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.068	2	0.1%
210.2652785	1	< 0.1%
210.8915865	1	< 0.1%
270.1636505	1	< 0.1%
6.462	1	< 0.1%
304.567	1	< 0.1%
94.1495	1	< 0.1%
-548.6945	1	< 0.1%
934.3715	1	< 0.1%
55.46496	1	< 0.1%
Other values (3266)	3266	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-11125.46633	1	< 0.1%
-10611.44883	1	< 0.1%
-10348.30333	1	< 0.1%
-9985.226832	1	< 0.1%
-9559.8	1	< 0.1%
-9479.836832	1	< 0.1%
-9180.5815	1	< 0.1%
-8242.073556	1	< 0.1%
-7392.2305	1	< 0.1%
-7084.888056	1	< 0.1%

Value	Count	Frequency (%)
8840.240632	1	< 0.1%
8317.9615	1	< 0.1%
8252.474632	1	< 0.1%
8246.249556	1	< 0.1%
8185.907556	1	< 0.1%
7897.673132	1	< 0.1%
7864.725632	1	< 0.1%
7849.6345	1	< 0.1%
7777.2095	1	< 0.1%
7706.166632	1	< 0.1%

sma8-15
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	3277
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.24750571

Minimum	-3912.299391
Maximum	3468.402875
Zeros	0
Zeros (%)	0.0%
Negative	1435
Negative (%)	43.8%
Memory size	25.7 KiB

Quantile statistics

Minimum	-3912.299391
5-th percentile	-592.2209406
Q1	-15.1334471
median	1.816588271
Q3	64.46288933
95-th percentile	815.3706052
Maximum	3468.402875
Range	7380.702266
Interquartile range (IQR)	79.59633642

Descriptive statistics

Standard deviation	543.217004
Coefficient of variation (CV)	11.74586598
Kurtosis	13.43257636
Mean	46.24750571
Median Absolute Deviation (MAD)	31.6864496
Skewness	0.6336952994
Sum	151553.0762
Variance	295084.7134
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.2729410201	1	< 0.1%
352.1754362	1	< 0.1%
-0.1532576395	1	< 0.1%
-281.4645145	1	< 0.1%
7.208421572	1	< 0.1%
140.3878433	1	< 0.1%
-123.232905	1	< 0.1%
-2.209998038	1	< 0.1%
-25.98770728	1	< 0.1%
-217.7917813	1	< 0.1%
Other values (3267)	3267	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3912.299391	1	< 0.1%
-3710.230871	1	< 0.1%
-3662.474439	1	< 0.1%
-3535.497151	1	< 0.1%
-3430.590273	1	< 0.1%
-3411.561122	1	< 0.1%
-3227.830844	1	< 0.1%
-2838.23014	1	< 0.1%
-2689.919672	1	< 0.1%
-2634.913101	1	< 0.1%

Value	Count	Frequency (%)
3468.402875	1	< 0.1%
3310.46612	1	< 0.1%
3268.578886	1	< 0.1%
3191.834304	1	< 0.1%
3166.937578	1	< 0.1%
3149.652531	1	< 0.1%
3044.728845	1	< 0.1%
3029.986064	1	< 0.1%
2905.217803	1	< 0.1%
2859.580855	1	< 0.1%

sma20-50
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	3277
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	189.778586

Minimum	-5908.701111
Maximum	7525.143242
Zeros	0
Zeros (%)	0.0%
Negative	1408
Negative (%)	43.0%
Memory size	25.7 KiB

Quantile statistics

Minimum	-5908.701111
5-th percentile	-1173.971918
Q1	-37.45960971
median	7.718292427
Q3	201.5937409
95-th percentile	3177.297335
Maximum	7525.143242
Range	13433.84435
Interquartile range (IQR)	239.0533506

Descriptive statistics

Standard deviation	1416.889206
Coefficient of variation (CV)	7.46601203
Kurtosis	7.091857198
Mean	189.778586
Median Absolute Deviation (MAD)	79.75074169
Skewness	0.9283765138
Sum	621904.4264
Variance	2007575.023
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-85.8122513	1	< 0.1%
1080.284433	1	< 0.1%
174.138057	1	< 0.1%
-59.75322205	1	< 0.1%
-654.0645998	1	< 0.1%
69.27264701	1	< 0.1%
683.3743505	1	< 0.1%
52.04479668	1	< 0.1%
-353.7244298	1	< 0.1%
1398.108245	1	< 0.1%
Other values (3267)	3267	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-5908.701111	1	< 0.1%
-5900.532439	1	< 0.1%
-5898.876872	1	< 0.1%
-5844.931141	1	< 0.1%
-5799.238948	1	< 0.1%
-5773.334568	1	< 0.1%
-5733.712372	1	< 0.1%
-5675.556382	1	< 0.1%
-5661.839598	1	< 0.1%
-5644.897105	1	< 0.1%

Value	Count	Frequency (%)
7525.143242	1	< 0.1%
7447.344643	1	< 0.1%
7273.573982	1	< 0.1%
7107.171412	1	< 0.1%
7074.661305	1	< 0.1%
6786.209204	1	< 0.1%
6725.393753	1	< 0.1%
6389.114294	1	< 0.1%
6355.47063	1	< 0.1%
6184.394738	1	< 0.1%

ema5-20
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	3277
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	98.92294413

Minimum	-7952.95751
Maximum	7220.7007
Zeros	0
Zeros (%)	0.0%
Negative	1425
Negative (%)	43.5%
Memory size	25.7 KiB

Quantile statistics

Minimum	-7952.95751
5-th percentile	-1262.302688
Q1	-29.56982559
median	3.661722666
Q3	128.474965
95-th percentile	1764.608476
Maximum	7220.7007
Range	15173.65821
Interquartile range (IQR)	158.0447906

Descriptive statistics

Standard deviation	1122.169843
Coefficient of variation (CV)	11.34387834
Kurtosis	13.03902641
Mean	98.92294413
Median Absolute Deviation (MAD)	64.4177813
Skewness	0.6353305821
Sum	324170.4879
Variance	1259265.157
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-4.537321449	1	< 0.1%
45.03291944	1	< 0.1%
1980.531103	1	< 0.1%
60.70785789	1	< 0.1%
4.078936561	1	< 0.1%
72.64139287	1	< 0.1%
12.51740198	1	< 0.1%
-1412.571224	1	< 0.1%
-183.7749144	1	< 0.1%
-48.65233595	1	< 0.1%
Other values (3267)	3267	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-7952.95751	1	< 0.1%
-7525.557349	1	< 0.1%
-7524.693459	1	< 0.1%
-7289.133523	1	< 0.1%
-7097.134381	1	< 0.1%
-6965.381621	1	< 0.1%
-6263.622937	1	< 0.1%
-5691.823758	1	< 0.1%
-5419.728082	1	< 0.1%
-5360.30394	1	< 0.1%

Value	Count	Frequency (%)
7220.7007	1	< 0.1%
6885.65385	1	< 0.1%
6830.412164	1	< 0.1%
6766.399281	1	< 0.1%
6585.794398	1	< 0.1%
6385.668618	1	< 0.1%
6282.73934	1	< 0.1%
6183.755591	1	< 0.1%
6162.320342	1	< 0.1%
5860.036378	1	< 0.1%

macd
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	3277
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	89.57579368

Minimum	-5067.935712
Maximum	5250.58966
Zeros	0
Zeros (%)	0.0%
Negative	1430
Negative (%)	43.6%
Memory size	25.7 KiB

Quantile statistics

Minimum	-5067.935712
5-th percentile	-938.7735109
Q1	-26.02540708
median	2.699030531
Q3	111.9523484
95-th percentile	1624.823998
Maximum	5250.58966
Range	10318.52537
Interquartile range (IQR)	137.9777554

Descriptive statistics

Standard deviation	864.6823041
Coefficient of variation (CV)	9.653080019
Kurtosis	10.48489639
Mean	89.57579368
Median Absolute Deviation (MAD)	49.67815723
Skewness	0.6311663462
Sum	293539.8759
Variance	747675.4871
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1951.43615	1	< 0.1%
272.0492678	1	< 0.1%
-5.819528055	1	< 0.1%
-9.91174093	1	< 0.1%
-9.626618253	1	< 0.1%
-2453.578036	1	< 0.1%
-370.3807851	1	< 0.1%
-5.806145317	1	< 0.1%
-104.6522028	1	< 0.1%
412.2322656	1	< 0.1%
Other values (3267)	3267	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-5067.935712	1	< 0.1%
-4979.098867	1	< 0.1%
-4891.300554	1	< 0.1%
-4692.470074	1	< 0.1%
-4682.786292	1	< 0.1%
-4680.090085	1	< 0.1%
-4605.057714	1	< 0.1%
-4601.728782	1	< 0.1%
-4541.955937	1	< 0.1%
-4408.599851	1	< 0.1%

Value	Count	Frequency (%)
5250.58966	1	< 0.1%
5122.983038	1	< 0.1%
4991.604516	1	< 0.1%
4747.850758	1	< 0.1%
4667.241146	1	< 0.1%
4621.530258	1	< 0.1%
4550.128243	1	< 0.1%
4456.181053	1	< 0.1%
4448.213936	1	< 0.1%
4369.709041	1	< 0.1%

ao14
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	70
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.548280221

Minimum	-92.85714286
Maximum	92.85714286
Zeros	0
Zeros (%)	0.0%
Negative	1504
Negative (%)	45.9%
Memory size	25.7 KiB

Quantile statistics

Minimum	-92.85714286
5-th percentile	-85.71428571
Q1	-50
median	21.42857143
Q3	64.28571429
95-th percentile	92.85714286
Maximum	92.85714286
Range	185.7142857
Interquartile range (IQR)	114.2857143

Descriptive statistics

Standard deviation	60.4005864
Coefficient of variation (CV)	8.001900384
Kurtosis	-1.482033262
Mean	7.548280221
Median Absolute Deviation (MAD)	57.14285714
Skewness	-0.1407560594
Sum	24735.71429
Variance	3648.230837
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
92.85714286	187	5.7%
85.71428571	176	5.4%
78.57142857	123	3.8%
71.42857143	122	3.7%
-85.71428571	120	3.7%
42.85714286	112	3.4%
64.28571429	105	3.2%
50	99	3.0%
-50	99	3.0%
-71.42857143	97	3.0%
Other values (60)	2037	62.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-92.85714286	86	2.6%
-85.71428571	120	3.7%
-78.57142857	30	0.9%
-78.57142857	93	2.8%
-71.42857143	97	3.0%
-71.42857143	20	0.6%
-64.28571429	62	1.9%
-64.28571429	76	2.3%
-57.14285714	38	1.2%
-57.14285714	71	2.2%

Value	Count	Frequency (%)
92.85714286	187	5.7%
85.71428571	176	5.4%
78.57142857	49	1.5%
78.57142857	123	3.8%
71.42857143	122	3.7%
71.42857143	30	0.9%
64.28571429	79	2.4%
64.28571429	105	3.2%
57.14285714	48	1.5%
57.14285714	88	2.7%

adx14
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	3262
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.90069875

Minimum	0
Maximum	72.86646896
Zeros	16
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	25.7 KiB

Quantile statistics

Minimum	0
5-th percentile	13.76633469
Q1	21.05810033
median	28.00590155
Q3	37.10407204
95-th percentile	53.49500266
Maximum	72.86646896
Range	72.86646896
Interquartile range (IQR)	16.04597171

Descriptive statistics

Standard deviation	12.00606954
Coefficient of variation (CV)	0.4015314038
Kurtosis	0.2661331538
Mean	29.90069875
Median Absolute Deviation (MAD)	7.820451972
Skewness	0.6708329582
Sum	97984.58981
Variance	144.1457059
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16	0.5%
16.88082796	1	< 0.1%
46.32490818	1	< 0.1%
21.16898192	1	< 0.1%
24.71414364	1	< 0.1%
26.77149435	1	< 0.1%
17.32448878	1	< 0.1%
18.28894355	1	< 0.1%
44.14410626	1	< 0.1%
40.19191266	1	< 0.1%
Other values (3252)	3252	99.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	16	0.5%
7.918046845	1	< 0.1%
8.146783492	1	< 0.1%
8.519943581	1	< 0.1%
8.523714988	1	< 0.1%
8.54501553	1	< 0.1%
8.592379024	1	< 0.1%
8.664892955	1	< 0.1%
8.766144265	1	< 0.1%
8.808987083	1	< 0.1%

Value	Count	Frequency (%)
72.86646896	1	< 0.1%
72.13588177	1	< 0.1%
71.36067536	1	< 0.1%
71.07830399	1	< 0.1%
70.75863699	1	< 0.1%
70.29095625	1	< 0.1%
70.26958968	1	< 0.1%
69.85294309	1	< 0.1%
69.83083249	1	< 0.1%
69.67354727	1	< 0.1%

wd14
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	3277
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7391748852

Minimum	-100.4452765
Maximum	110.789837
Zeros	0
Zeros (%)	0.0%
Negative	1708
Negative (%)	52.1%
Memory size	25.7 KiB

Quantile statistics

Minimum	-100.4452765
5-th percentile	-32.57997927
Q1	-12.28122796
median	-0.9523523616
Q3	13.1013867
95-th percentile	40.50108834
Maximum	110.789837
Range	211.2351135
Interquartile range (IQR)	25.38261466

Descriptive statistics

Standard deviation	22.34174838
Coefficient of variation (CV)	30.22525363
Kurtosis	1.434139258
Mean	0.7391748852
Median Absolute Deviation (MAD)	12.73453777
Skewness	0.1432898381
Sum	2422.276099
Variance	499.1537208
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.75306882	1	< 0.1%
-19.97877851	1	< 0.1%
-20.69212329	1	< 0.1%
-26.74283763	1	< 0.1%
7.36754079	1	< 0.1%
32.50241958	1	< 0.1%
-30.88304512	1	< 0.1%
-32.56962636	1	< 0.1%
-57.36424939	1	< 0.1%
-17.46956459	1	< 0.1%
Other values (3267)	3267	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-100.4452765	1	< 0.1%
-99.06375143	1	< 0.1%
-90.37550495	1	< 0.1%
-87.97801266	1	< 0.1%
-87.58671587	1	< 0.1%
-85.58506624	1	< 0.1%
-84.96992125	1	< 0.1%
-79.60365421	1	< 0.1%
-79.32066694	1	< 0.1%
-76.56648533	1	< 0.1%

Value	Count	Frequency (%)
110.789837	1	< 0.1%
91.0513853	1	< 0.1%
83.02103986	1	< 0.1%
82.5512614	1	< 0.1%
81.40227634	1	< 0.1%
81.19577275	1	< 0.1%
78.99297241	1	< 0.1%
78.68706351	1	< 0.1%
76.73999403	1	< 0.1%
72.54427827	1	< 0.1%

ppo12-26
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	3277
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9611001652

Minimum	-14.71226908
Maximum	30.31754511
Zeros	0
Zeros (%)	0.0%
Negative	1430
Negative (%)	43.6%
Memory size	25.7 KiB

Quantile statistics

Minimum	-14.71226908
5-th percentile	-6.628897369
Q1	-2.175968646
median	0.558067678
Q3	3.540008885
95-th percentile	9.46718414
Maximum	30.31754511
Range	45.02981419
Interquartile range (IQR)	5.715977531

Descriptive statistics

Standard deviation	5.256547586
Coefficient of variation (CV)	5.469302551
Kurtosis	4.19341816
Mean	0.9611001652
Median Absolute Deviation (MAD)	2.861240138
Skewness	0.969160546
Sum	3149.525241
Variance	27.63129252
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.852003509	1	< 0.1%
-11.74944235	1	< 0.1%
-1.73747929	1	< 0.1%
-5.463285868	1	< 0.1%
1.25833847	1	< 0.1%
18.41574384	1	< 0.1%
1.214416558	1	< 0.1%
0.2266339263	1	< 0.1%
1.379145937	1	< 0.1%
0.3045806833	1	< 0.1%
Other values (3267)	3267	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-14.71226908	1	< 0.1%
-14.36934612	1	< 0.1%
-13.8788437	1	< 0.1%
-13.76839741	1	< 0.1%
-13.70978301	1	< 0.1%
-13.53433141	1	< 0.1%
-13.18064093	1	< 0.1%
-13.05466012	1	< 0.1%
-12.99504304	1	< 0.1%
-12.80542604	1	< 0.1%

Value	Count	Frequency (%)
30.31754511	1	< 0.1%
29.94030678	1	< 0.1%
29.77619021	1	< 0.1%
29.76284385	1	< 0.1%
29.73969359	1	< 0.1%
29.67407139	1	< 0.1%
29.63926338	1	< 0.1%
29.62085173	1	< 0.1%
29.49518495	1	< 0.1%
28.49697556	1	< 0.1%

rsi14
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3268
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	52.96785353

Minimum	15.56115722
Maximum	95.40194049
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	25.7 KiB

Quantile statistics

Minimum	15.56115722
5-th percentile	31.25085252
Q1	43.47693201
median	52.06940562
Q3	61.97683282
95-th percentile	77.6908641
Maximum	95.40194049
Range	79.84078327
Interquartile range (IQR)	18.49990081

Descriptive statistics

Standard deviation	13.74338298
Coefficient of variation (CV)	0.2594664889
Kurtosis	-0.2342296903
Mean	52.96785353
Median Absolute Deviation (MAD)	9.101971486
Skewness	0.2269950833
Sum	173575.656
Variance	188.8805758
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33.78425635	5	0.2%
33.78425635	3	0.1%
40.77847973	2	0.1%
55.96784703	2	0.1%
38.96846709	2	0.1%
43.76798309	1	< 0.1%
35.9932536	1	< 0.1%
50.59711479	1	< 0.1%
34.90759052	1	< 0.1%
41.34666725	1	< 0.1%
Other values (3258)	3258	99.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
15.56115722	1	< 0.1%
15.67066617	1	< 0.1%
16.16066762	1	< 0.1%
17.42473819	1	< 0.1%
17.69491496	1	< 0.1%
18.47333936	1	< 0.1%
19.17812243	1	< 0.1%
19.46034443	1	< 0.1%
19.84080078	1	< 0.1%
19.90464036	1	< 0.1%

Value	Count	Frequency (%)
95.40194049	1	< 0.1%
93.15807125	1	< 0.1%
91.79949653	1	< 0.1%
90.99241474	1	< 0.1%
90.73634317	1	< 0.1%
89.34329475	1	< 0.1%
89.27069169	1	< 0.1%
88.83263271	1	< 0.1%
88.64252859	1	< 0.1%
88.55435573	1	< 0.1%

mfi14
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3274
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5280691421

Minimum	-1.110223025 × 10^-15
Maximum	0.9873549912
Zeros	0
Zeros (%)	0.0%
Negative	4
Negative (%)	0.1%
Memory size	25.7 KiB

Quantile statistics

Minimum	-1.110223025 × 10^-15
5-th percentile	0.2446193927
Q1	0.3986147638
median	0.5254512967
Q3	0.6587860217
95-th percentile	0.8291208497
Maximum	0.9873549912
Range	0.9873549912
Interquartile range (IQR)	0.2601712579

Descriptive statistics

Standard deviation	0.1785851763
Coefficient of variation (CV)	0.3381852149
Kurtosis	-0.6049988508
Mean	0.5280691421
Median Absolute Deviation (MAD)	0.1298537557
Skewness	0.01101433842
Sum	1730.482579
Variance	0.0318926652
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5	3	0.1%
-6.661338148 × 10^-16	2	0.1%
0.4693931497	1	< 0.1%
0.5452417541	1	< 0.1%
0.6246328046	1	< 0.1%
0.7929715596	1	< 0.1%
0.5115263118	1	< 0.1%
0.4509466059	1	< 0.1%
0.7424704801	1	< 0.1%
0.6875644214	1	< 0.1%
Other values (3264)	3264	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1.110223025 × 10^-15	1	< 0.1%
-8.881784197 × 10^-16	1	< 0.1%
-6.661338148 × 10^-16	2	0.1%
0.05721158094	1	< 0.1%
0.07409682063	1	< 0.1%
0.07819450445	1	< 0.1%
0.08364347668	1	< 0.1%
0.08933071103	1	< 0.1%
0.09051067853	1	< 0.1%
0.1016981382	1	< 0.1%

Value	Count	Frequency (%)
0.9873549912	1	< 0.1%
0.970974782	1	< 0.1%
0.9687009306	1	< 0.1%
0.9673328928	1	< 0.1%
0.9652940104	1	< 0.1%
0.9562125535	1	< 0.1%
0.9461108036	1	< 0.1%
0.9452992007	1	< 0.1%
0.9444592154	1	< 0.1%
0.9405645425	1	< 0.1%

tsi
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	3277
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.180153986

Minimum	-56.95288546
Maximum	78.0836499
Zeros	0
Zeros (%)	0.0%
Negative	1396
Negative (%)	42.6%
Memory size	25.7 KiB

Quantile statistics

Minimum	-56.95288546
5-th percentile	-32.00891705
Q1	-11.01030007
median	4.170144634
Q3	22.56414994
95-th percentile	48.87433102
Maximum	78.0836499
Range	135.0365354
Interquartile range (IQR)	33.57445

Descriptive statistics

Standard deviation	24.37347806
Coefficient of variation (CV)	3.943830221
Kurtosis	-0.4463226682
Mean	6.180153986
Median Absolute Deviation (MAD)	16.53327442
Skewness	0.1907080834
Sum	20252.36461
Variance	594.0664326
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17.05530101	1	< 0.1%
23.51158225	1	< 0.1%
6.385739898	1	< 0.1%
-22.66290797	1	< 0.1%
-0.2558108207	1	< 0.1%
48.29732006	1	< 0.1%
-23.28004583	1	< 0.1%
18.33427249	1	< 0.1%
-34.65376399	1	< 0.1%
2.204627043	1	< 0.1%
Other values (3267)	3267	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-56.95288546	1	< 0.1%
-56.6144305	1	< 0.1%
-55.49449454	1	< 0.1%
-54.80597264	1	< 0.1%
-52.74617454	1	< 0.1%
-51.42584815	1	< 0.1%
-50.03082504	1	< 0.1%
-49.32437071	1	< 0.1%
-49.23484504	1	< 0.1%
-48.69963884	1	< 0.1%

Value	Count	Frequency (%)
78.0836499	1	< 0.1%
72.60941545	1	< 0.1%
70.54054862	1	< 0.1%
69.48974094	1	< 0.1%
69.47321436	1	< 0.1%
69.46449528	1	< 0.1%
69.16378335	1	< 0.1%
68.67728941	1	< 0.1%
68.52191902	1	< 0.1%
68.49318486	1	< 0.1%

so14
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	3277
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55.72579568

Minimum	7.890640162
Maximum	96.91821538
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	25.7 KiB

Quantile statistics

Minimum	7.890640162
5-th percentile	17.89464413
Q1	34.73869761
median	57.32298204
Q3	76.46428044
95-th percentile	89.74776033
Maximum	96.91821538
Range	89.02757522
Interquartile range (IQR)	41.72558284

Descriptive statistics

Standard deviation	23.59754543
Coefficient of variation (CV)	0.4234582053
Kurtosis	-1.203299477
Mean	55.72579568
Median Absolute Deviation (MAD)	20.49901882
Skewness	-0.1400186554
Sum	182613.4325
Variance	556.8441503
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
67.88340003	1	< 0.1%
56.27684993	1	< 0.1%
83.50576007	1	< 0.1%
67.6953144	1	< 0.1%
91.59252368	1	< 0.1%
91.74436271	1	< 0.1%
38.13973639	1	< 0.1%
30.16959422	1	< 0.1%
60.69651396	1	< 0.1%
58.38255898	1	< 0.1%
Other values (3267)	3267	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7.890640162	1	< 0.1%
7.935659334	1	< 0.1%
7.96815094	1	< 0.1%
8.632279527	1	< 0.1%
8.69593536	1	< 0.1%
9.664816588	1	< 0.1%
9.777226409	1	< 0.1%
9.90770613	1	< 0.1%
10.32539481	1	< 0.1%
10.44360433	1	< 0.1%

Value	Count	Frequency (%)
96.91821538	1	< 0.1%
96.83183795	1	< 0.1%
96.01284856	1	< 0.1%
95.98481507	1	< 0.1%
95.79975224	1	< 0.1%
95.56292129	1	< 0.1%
95.36152188	1	< 0.1%
95.1676807	1	< 0.1%
95.15439717	1	< 0.1%
95.08405506	1	< 0.1%

cmo14
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3274
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.304718763

Minimum	-100
Maximum	95.90957301
Zeros	0
Zeros (%)	0.0%
Negative	1440
Negative (%)	43.9%
Memory size	25.7 KiB

Quantile statistics

Minimum	-100
5-th percentile	-55.37877019
Q1	-20.98360656
median	5.927037156
Q3	33.13037614
95-th percentile	70.43376792
Maximum	95.90957301
Range	195.909573
Interquartile range (IQR)	54.1139827

Descriptive statistics

Standard deviation	37.82574728
Coefficient of variation (CV)	5.999593115
Kurtosis	-0.6284778416
Mean	6.304718763
Median Absolute Deviation (MAD)	27.01340861
Skewness	-0.0009360037954
Sum	20660.56339
Variance	1430.787157
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-3.629348776	3	0.1%
34.20551855	2	0.1%
-1.988677602	1	< 0.1%
40.46432736	1	< 0.1%
-42.58802479	1	< 0.1%
-19.49475442	1	< 0.1%
-1.27673686	1	< 0.1%
-31.36916447	1	< 0.1%
64.38552351	1	< 0.1%
39.73912332	1	< 0.1%
Other values (3264)	3264	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-100	1	< 0.1%
-97.6819407	1	< 0.1%
-96.83997795	1	< 0.1%
-95.95674659	1	< 0.1%
-95.66998245	1	< 0.1%
-95.03464203	1	< 0.1%
-94.70577714	1	< 0.1%
-86.36723105	1	< 0.1%
-86.13312262	1	< 0.1%
-85.59367684	1	< 0.1%

Value	Count	Frequency (%)
95.90957301	1	< 0.1%
95.63755379	1	< 0.1%
94.96676163	1	< 0.1%
93.8063206	1	< 0.1%
93.62945568	1	< 0.1%
90.88036117	1	< 0.1%
90.22270822	1	< 0.1%
89.25429697	1	< 0.1%
87.7186808	1	< 0.1%
87.46809004	1	< 0.1%

atrp14
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	3275
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.32623479

Minimum	3.688978058
Maximum	256.4907934
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	25.7 KiB

Quantile statistics

Minimum	3.688978058
5-th percentile	6.311376277
Q1	11.62372637
median	16.00607701
Q3	21.14477797
95-th percentile	36.26873837
Maximum	256.4907934
Range	252.8018154
Interquartile range (IQR)	9.521051604

Descriptive statistics

Standard deviation	13.64959497
Coefficient of variation (CV)	0.744811748
Kurtosis	69.37280442
Mean	18.32623479
Median Absolute Deviation (MAD)	4.669259721
Skewness	6.247870216
Sum	60055.07142
Variance	186.3114428
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
147.3848844	3	0.1%
22.29542918	1	< 0.1%
10.06741674	1	< 0.1%
13.11823629	1	< 0.1%
16.56258779	1	< 0.1%
10.68650897	1	< 0.1%
17.43295569	1	< 0.1%
20.95605221	1	< 0.1%
100.6483607	1	< 0.1%
19.47969899	1	< 0.1%
Other values (3265)	3265	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3.688978058	1	< 0.1%
3.720950638	1	< 0.1%
3.722650149	1	< 0.1%
3.723489621	1	< 0.1%
3.726930679	1	< 0.1%
3.730211986	1	< 0.1%
3.754686005	1	< 0.1%
3.766841078	1	< 0.1%
3.768287982	1	< 0.1%
3.840917011	1	< 0.1%

Value	Count	Frequency (%)
256.4907934	1	< 0.1%
221.6190433	1	< 0.1%
176.9460103	1	< 0.1%
147.3848844	3	0.1%
145.7382958	1	< 0.1%
142.5369497	1	< 0.1%
140.778593	1	< 0.1%
133.4355127	1	< 0.1%
131.9868411	1	< 0.1%
110.1488933	1	< 0.1%

pvo12-26
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	3277
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1.906519709

Minimum	-51.78097306
Maximum	63.98213755
Zeros	0
Zeros (%)	0.0%
Negative	1974
Negative (%)	60.2%
Memory size	25.7 KiB

Quantile statistics

Minimum	-51.78097306
5-th percentile	-23.40749916
Q1	-11.35307752
median	-3.731869774
Q3	6.68295258
95-th percentile	24.57860472
Maximum	63.98213755
Range	115.7631106
Interquartile range (IQR)	18.0360301

Descriptive statistics

Standard deviation	14.73904451
Coefficient of variation (CV)	-7.730863965
Kurtosis	0.7386274044
Mean	-1.906519709
Median Absolute Deviation (MAD)	8.715783814
Skewness	0.4706611432
Sum	-6247.665085
Variance	217.2394332
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31.90520708	1	< 0.1%
-19.42454188	1	< 0.1%
12.61253874	1	< 0.1%
-9.031666392	1	< 0.1%
-21.68220377	1	< 0.1%
-4.199378153	1	< 0.1%
-3.646637799	1	< 0.1%
-2.554669541	1	< 0.1%
-11.7651637	1	< 0.1%
22.07070661	1	< 0.1%
Other values (3267)	3267	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-51.78097306	1	< 0.1%
-47.23507153	1	< 0.1%
-44.40071319	1	< 0.1%
-43.46810242	1	< 0.1%
-42.74743777	1	< 0.1%
-42.26060016	1	< 0.1%
-42.24144119	1	< 0.1%
-41.52016099	1	< 0.1%
-41.26801837	1	< 0.1%
-41.18810788	1	< 0.1%

Value	Count	Frequency (%)
63.98213755	1	< 0.1%
59.5231542	1	< 0.1%
57.07205907	1	< 0.1%
54.64021528	1	< 0.1%
54.18359487	1	< 0.1%
51.08219834	1	< 0.1%
50.89501178	1	< 0.1%
46.97826043	1	< 0.1%
46.72311463	1	< 0.1%
46.11795754	1	< 0.1%

adl
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1206
Distinct (%)	36.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2615239.791

Minimum	81156.99063
Maximum	3547160.636
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	25.7 KiB

Quantile statistics

Minimum	81156.99063
5-th percentile	378658.4767
Q1	1271224.618
median	3431124.694
Q3	3431124.694
95-th percentile	3431124.694
Maximum	3547160.636
Range	3466003.645
Interquartile range (IQR)	2159900.077

Descriptive statistics

Standard deviation	1155801.861
Coefficient of variation (CV)	0.4419487136
Kurtosis	-0.9936615889
Mean	2615239.791
Median Absolute Deviation (MAD)	0
Skewness	-0.8640652388
Sum	8570140794
Variance	1.335877942 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3431124.694	2069	63.1%
234789.8221	2	0.1%
1297493.418	2	0.1%
296781.2399	2	0.1%
2257177.154	1	< 0.1%
819844.3309	1	< 0.1%
1922754.996	1	< 0.1%
856722.6258	1	< 0.1%
784222.657	1	< 0.1%
374581.2722	1	< 0.1%
Other values (1196)	1196	36.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
81156.99063	1	< 0.1%
106332.1946	1	< 0.1%
124898.0279	1	< 0.1%
129003.3508	1	< 0.1%
131850.8353	1	< 0.1%
148724.8994	1	< 0.1%
155235.3055	1	< 0.1%
158625.5236	1	< 0.1%
159667.3646	1	< 0.1%
162100.9623	1	< 0.1%

Value	Count	Frequency (%)
3547160.636	1	< 0.1%
3547127.491	1	< 0.1%
3541835.025	1	< 0.1%
3532293.434	1	< 0.1%
3522737.356	1	< 0.1%
3520205.482	1	< 0.1%
3512908.867	1	< 0.1%
3512091.108	1	< 0.1%
3511684.534	1	< 0.1%
3505571.143	1	< 0.1%

obv
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3270
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1288756.266

Minimum	-3335263.254
Maximum	6532434.951
Zeros	0
Zeros (%)	0.0%
Negative	1181
Negative (%)	36.0%
Memory size	25.7 KiB

Quantile statistics

Minimum	-3335263.254
5-th percentile	-2654153.113
Q1	-288145.0335
median	822790.6843
Q3	2857878.567
95-th percentile	5712006.883
Maximum	6532434.951
Range	9867698.205
Interquartile range (IQR)	3146023.6

Descriptive statistics

Standard deviation	2495182.641
Coefficient of variation (CV)	1.936116787
Kurtosis	-0.6675958517
Mean	1288756.266
Median Absolute Deviation (MAD)	1614254.533
Skewness	0.3728200755
Sum	4223254283
Variance	6.22593641 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-447931.1349	8	0.2%
6101169.683	1	< 0.1%
-2632703.858	1	< 0.1%
39516.91069	1	< 0.1%
-282254.9802	1	< 0.1%
-3082042.135	1	< 0.1%
-86641.25508	1	< 0.1%
681167.5702	1	< 0.1%
2281610.93	1	< 0.1%
-1716305.993	1	< 0.1%
Other values (3260)	3260	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3335263.254	1	< 0.1%
-3309636.115	1	< 0.1%
-3301619.972	1	< 0.1%
-3258877.828	1	< 0.1%
-3245658.986	1	< 0.1%
-3234839.877	1	< 0.1%
-3220525.401	1	< 0.1%
-3209610.104	1	< 0.1%
-3203432.919	1	< 0.1%
-3199342.841	1	< 0.1%

Value	Count	Frequency (%)
6532434.951	1	< 0.1%
6513241.263	1	< 0.1%
6512714.164	1	< 0.1%
6474579.594	1	< 0.1%
6469098.226	1	< 0.1%
6466176.555	1	< 0.1%
6453110.6	1	< 0.1%
6452687.761	1	< 0.1%
6420164.64	1	< 0.1%
6417066.76	1	< 0.1%

fi13
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	3277
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-482189.7209

Minimum	-305619082.9
Maximum	176630695.8
Zeros	0
Zeros (%)	0.0%
Negative	1679
Negative (%)	51.2%
Memory size	25.7 KiB

Quantile statistics

Minimum	-305619082.9
5-th percentile	-24079977.75
Q1	-908927.7511
median	-5414.395485
Q3	1053681.245
95-th percentile	18745906.08
Maximum	176630695.8
Range	482249778.7
Interquartile range (IQR)	1962608.996

Descriptive statistics

Standard deviation	20898529.54
Coefficient of variation (CV)	-43.34088562
Kurtosis	41.44444868
Mean	-482189.7209
Median Absolute Deviation (MAD)	978305.7342
Skewness	-1.820008442
Sum	-1580135715
Variance	4.36748537 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4496391.439	1	< 0.1%
41367.13751	1	< 0.1%
18370229.29	1	< 0.1%
-30950.83415	1	< 0.1%
-112745279.5	1	< 0.1%
-2586677.724	1	< 0.1%
-231173.138	1	< 0.1%
363532.8292	1	< 0.1%
44911480.61	1	< 0.1%
-103465.9207	1	< 0.1%
Other values (3267)	3267	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-305619082.9	1	< 0.1%
-223954631.8	1	< 0.1%
-209079381.9	1	< 0.1%
-208848907.9	1	< 0.1%
-196544161.1	1	< 0.1%
-191138968.1	1	< 0.1%
-127064083.8	1	< 0.1%
-124406623.6	1	< 0.1%
-121259806.9	1	< 0.1%
-113586194.1	1	< 0.1%

Value	Count	Frequency (%)
176630695.8	1	< 0.1%
165596991.6	1	< 0.1%
165277167.1	1	< 0.1%
159981602.5	1	< 0.1%
143070415.1	1	< 0.1%
134566548.3	1	< 0.1%
133458491.8	1	< 0.1%
124837840.7	1	< 0.1%
124575452.3	1	< 0.1%
108430099.5	1	< 0.1%

fi50
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	3277
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-503200.4658

Minimum	-98301685.24
Maximum	76217119.07
Zeros	0
Zeros (%)	0.0%
Negative	1886
Negative (%)	57.6%
Memory size	25.7 KiB

Quantile statistics

Minimum	-98301685.24
5-th percentile	-15254177.22
Q1	-724252.5997
median	-29871.47594
Q3	412426.2749
95-th percentile	9432199.843
Maximum	76217119.07
Range	174518804.3
Interquartile range (IQR)	1136678.875

Descriptive statistics

Standard deviation	10717416.83
Coefficient of variation (CV)	-21.29850341
Kurtosis	20.97746207
Mean	-503200.4658
Median Absolute Deviation (MAD)	592532.7017
Skewness	-0.8628527266
Sum	-1648987926
Variance	1.148630236 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-3930050.288	1	< 0.1%
3105094.093	1	< 0.1%
231509.939	1	< 0.1%
770536.1841	1	< 0.1%
18172.99518	1	< 0.1%
-407420.4573	1	< 0.1%
6841184.89	1	< 0.1%
239751.7551	1	< 0.1%
-3111.659351	1	< 0.1%
-17294960.09	1	< 0.1%
Other values (3267)	3267	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-98301685.24	1	< 0.1%
-94103582.45	1	< 0.1%
-88722107.1	1	< 0.1%
-85017121.95	1	< 0.1%
-76489643.87	1	< 0.1%
-76098433.92	1	< 0.1%
-74166434.71	1	< 0.1%
-74023058.49	1	< 0.1%
-73653394.6	1	< 0.1%
-69072904.34	1	< 0.1%

Value	Count	Frequency (%)
76217119.07	1	< 0.1%
74095033.53	1	< 0.1%
72525319.23	1	< 0.1%
62580985.15	1	< 0.1%
61223787.94	1	< 0.1%
61102855.88	1	< 0.1%
59434520.87	1	< 0.1%
59394079.96	1	< 0.1%
58875551.46	1	< 0.1%
55652679.97	1	< 0.1%

market_cap
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3271
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	528254681.1

Minimum	0
Maximum	9571558491
Zeros	7
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	25.7 KiB

Quantile statistics

Minimum	0
5-th percentile	2209535.366
Q1	14702157.22
median	180174534.8
Q3	664883065.7
95-th percentile	2352178996
Maximum	9571558491
Range	9571558491
Interquartile range (IQR)	650180908.5

Descriptive statistics

Standard deviation	870790441.4
Coefficient of variation (CV)	1.6484292
Kurtosis	15.24183318
Mean	528254681.1
Median Absolute Deviation (MAD)	174729673.8
Skewness	3.216126924
Sum	1.73109059 × 10¹²
Variance	7.582759928 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7	0.2%
195521018.6	1	< 0.1%
227450978.3	1	< 0.1%
2604902793	1	< 0.1%
3771353.378	1	< 0.1%
1144250430	1	< 0.1%
321140621.7	1	< 0.1%
14130659.97	1	< 0.1%
12830172.43	1	< 0.1%
834691.3921	1	< 0.1%
Other values (3261)	3261	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7	0.2%
106060.868	1	< 0.1%
126269.2398	1	< 0.1%
139225.9876	1	< 0.1%
155796.4568	1	< 0.1%
175347.6741	1	< 0.1%
228192.5602	1	< 0.1%
259251.3408	1	< 0.1%
261747.3162	1	< 0.1%
262071.9043	1	< 0.1%

Value	Count	Frequency (%)
9571558491	1	< 0.1%
8589648081	1	< 0.1%
8283737713	1	< 0.1%
6992717793	1	< 0.1%
6609107752	1	< 0.1%
5982990539	1	< 0.1%
5662898929	1	< 0.1%
5576397346	1	< 0.1%
5317407154	1	< 0.1%
5202544453	1	< 0.1%

return
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3270
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.0003399372244

Minimum	-0.2839189189
Maximum	0.6336023553
Zeros	8
Zeros (%)	0.2%
Negative	1704
Negative (%)	52.0%
Memory size	25.7 KiB

Quantile statistics

Minimum	-0.2839189189
5-th percentile	-0.06674447302
Q1	-0.01940298507
median	-0.00124367234
Q3	0.01567039818
95-th percentile	0.06844437978
Maximum	0.6336023553
Range	0.9175212742
Interquartile range (IQR)	0.03507338325

Descriptive statistics

Standard deviation	0.04620679034
Coefficient of variation (CV)	-135.9274214
Kurtosis	22.55814573
Mean	-0.0003399372244
Median Absolute Deviation (MAD)	0.0175045171
Skewness	1.814411997
Sum	-1.113974284
Variance	0.002135067474
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8	0.2%
-0.02808966956	1	< 0.1%
-0.01316143746	1	< 0.1%
-0.02352954721	1	< 0.1%
0.00846361186	1	< 0.1%
-0.03040025833	1	< 0.1%
0.04866269818	1	< 0.1%
0.02450860949	1	< 0.1%
-0.0281384205	1	< 0.1%
-0.2185238784	1	< 0.1%
Other values (3260)	3260	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.2839189189	1	< 0.1%
-0.2185238784	1	< 0.1%
-0.2154731458	1	< 0.1%
-0.2142725467	1	< 0.1%
-0.1925963403	1	< 0.1%
-0.1904100069	1	< 0.1%
-0.1869908919	1	< 0.1%
-0.1802369171	1	< 0.1%
-0.1788646912	1	< 0.1%
-0.1691116544	1	< 0.1%

Value	Count	Frequency (%)
0.6336023553	1	< 0.1%
0.5257779009	1	< 0.1%
0.4419230844	1	< 0.1%
0.3358911565	1	< 0.1%
0.2999980303	1	< 0.1%
0.2678478261	1	< 0.1%
0.2276651903	1	< 0.1%
0.2103317536	1	< 0.1%
0.2040245414	1	< 0.1%
0.1968214798	1	< 0.1%

buy_indicator
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	25.7 KiB

0.0	2903
1.0	373

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	9828
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	2903	88.6%
1.0	373	11.4%
(Missing)	1	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	2903	88.6%
1.0	373	11.4%

Most occurring characters

Value	Count	Frequency (%)
0	6179	62.9%
.	3276	33.3%
1	373	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6552	66.7%
Other Punctuation	3276	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	6179	94.3%
1	373	5.7%

Other Punctuation

Value	Count	Frequency (%)
.	3276	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	9828	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	6179	62.9%
.	3276	33.3%
1	373	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9828	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	6179	62.9%
.	3276	33.3%
1	373	3.8%

close_buy_indicator
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.7 KiB

0.0	2904
1.0	373

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	9831
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	2904	88.6%
1.0	373	11.4%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	2904	88.6%
1.0	373	11.4%

Most occurring characters

Value	Count	Frequency (%)
0	6181	62.9%
.	3277	33.3%
1	373	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6554	66.7%
Other Punctuation	3277	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	6181	94.3%
1	373	5.7%

Other Punctuation

Value	Count	Frequency (%)
.	3277	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	9831	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	6181	62.9%
.	3277	33.3%
1	373	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9831	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	6181	62.9%
.	3277	33.3%
1	373	3.8%

short_indicator
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	25.7 KiB

0.0	2886
-1.0	390

Length

Max length	4
Median length	3
Mean length	3.119047619
Min length	3

Characters and Unicode

Total characters	10218
Distinct characters	4
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	2886	88.1%
-1.0	390	11.9%
(Missing)	1	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	2886	88.1%
1.0	390	11.9%

Most occurring characters

Value	Count	Frequency (%)
0	6162	60.3%
.	3276	32.1%
-	390	3.8%
1	390	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6552	64.1%
Other Punctuation	3276	32.1%
Dash Punctuation	390	3.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	6162	94.0%
1	390	6.0%

Other Punctuation

Value	Count	Frequency (%)
.	3276	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	390	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10218	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	6162	60.3%
.	3276	32.1%
-	390	3.8%
1	390	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10218	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	6162	60.3%
.	3276	32.1%
-	390	3.8%
1	390	3.8%

close_short_indicator
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	25.7 KiB

0.0	2887
-1.0	390

Length

Max length	4
Median length	3
Mean length	3.119011291
Min length	3

Characters and Unicode

Total characters	10221
Distinct characters	4
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	2887	88.1%
-1.0	390	11.9%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	2887	88.1%
1.0	390	11.9%

Most occurring characters

Value	Count	Frequency (%)
0	6164	60.3%
.	3277	32.1%
-	390	3.8%
1	390	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6554	64.1%
Other Punctuation	3277	32.1%
Dash Punctuation	390	3.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	6164	94.0%
1	390	6.0%

Other Punctuation

Value	Count	Frequency (%)
.	3277	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	390	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10221	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	6164	60.3%
.	3277	32.1%
-	390	3.8%
1	390	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10221	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	6164	60.3%
.	3277	32.1%
-	390	3.8%
1	390	3.8%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	level_0	df_index	time	open	high	low	close	volume	sma5-20	sma8-15	sma20-50	ema5-20	macd	ao14	wd14	ppo12-26	rsi14	mfi14	tsi	so14	cmo14	atrp14	pvo12-26	adl	obv	fi13	fi50	market_cap	return
0	11	11	2013-04-12 00:00:00	101.000	130.000	51.000	104.086	103382.439504	15.437166	-2.389625	0.872728	-9.044706	-0.109977	-21.428571	-14.753169	-0.074293	43.192405	0.500000	69.464495	54.818861	-3.629349	147.384884	46.117958	106332.194581	-43257.644664	-472268.985681	129962.608180	1.076066e+07	-0.029649
1	12	12	2013-04-13 00:00:00	103.290	123.878	20.000	102.490	43383.610418	1.095261	-5.465132	-0.774339	-15.355209	-2.663430	-28.571429	-18.026096	-1.866504	42.836278	0.500000	62.042874	48.247299	-3.629349	147.384884	42.766877	131850.835330	-86641.255082	-414693.450902	122150.731694	4.446386e+06	0.007806
2	13	13	2013-04-14 00:00:00	101.000	109.000	85.002	94.948	40636.501156	-23.472544	-7.978363	-2.355065	-20.063503	-4.977236	-35.714286	-16.532629	-3.624196	41.111249	0.500000	55.620182	42.996180	-3.629349	147.384884	39.108752	124898.027857	-127277.756238	-399234.456733	105341.664109	3.858355e+06	0.063740
3	14	14	2013-04-15 00:00:00	93.608	104.000	61.000	61.351	44466.986641	-40.029147	-12.228568	-4.820602	-29.209892	-8.652389	-42.857143	-19.797817	-6.701353	34.454925	0.465716	47.758510	35.619543	-21.606077	256.490793	36.534476	81156.990626	-171744.742879	-555623.441510	42624.055706	2.728094e+06	0.525778
4	15	15	2013-04-16 00:00:00	61.170	82.500	0.010	73.620	60973.988118	-43.118638	-13.711421	-6.363780	-30.930711	-10.588210	-42.857143	-29.115543	-8.586734	38.378648	0.410139	41.997949	32.207574	-17.575002	221.619043	36.999455	129003.350801	-110770.754761	-369378.684120	70289.381373	4.488905e+06	-0.169112
5	16	16	2013-04-17 00:00:00	73.620	98.900	72.509	93.840	49735.971279	-43.016212	-12.591894	-6.852635	-26.446268	-10.681840	-42.857143	-22.995539	-8.878037	44.296911	0.415035	38.122419	32.257145	-13.689727	176.946010	34.681235	159667.364620	-61034.783482	-172944.395065	106970.634624	4.667224e+06	-0.215473
6	17	17	2013-04-18 00:00:00	93.200	120.000	89.100	115.120	21743.271753	-39.759878	-9.627565	-6.421830	-18.165311	-9.280711	-42.857143	-16.019440	-7.746574	49.765103	0.418523	35.794959	34.736254	-8.731148	145.738296	27.434660	174542.858628	-39291.511729	-82138.506783	120920.681223	2.503085e+06	-0.190410
7	18	18	2013-04-19 00:00:00	115.800	142.000	110.900	118.510	50562.879766	-34.572443	-7.051946	-5.902505	-11.839722	-7.873582	-42.857143	-9.283991	-6.578901	50.597115	0.463938	34.068386	36.778662	-8.010407	142.536950	26.902916	148724.899442	11271.368038	-45917.554041	122900.582446	5.992207e+06	-0.022867
8	19	19	2013-04-20 00:00:00	119.000	132.000	115.000	128.600	10850.676827	-21.199611	-4.207104	-5.047859	-5.398986	-6.036319	-42.857143	-8.540298	-5.008538	53.087621	0.469226	33.046203	39.300078	-13.544672	131.986841	18.341017	155235.305539	22122.044865	-23717.427866	122374.415652	1.395397e+06	-0.074650
9	20	20	2013-04-21 00:00:00	127.010	128.126	110.000	121.000	32123.617511	-12.536111	-2.845370	-4.607355	-3.074030	-5.047263	-42.857143	-9.131319	-4.186345	51.002027	0.421646	31.651246	40.107428	-23.953262	140.778593	15.745812	162100.962288	-10001.572646	-55206.294326	108001.321191	3.886958e+06	0.049669

Last rows

	level_0	df_index	time	open	high	low	close	volume	sma5-20	sma8-15	sma20-50	ema5-20	macd	ao14	adx14	wd14	ppo12-26	rsi14	mfi14	tsi	so14	cmo14	atrp14	pvo12-26	adl	obv	fi13	fi50	market_cap	return	buy_indicator	short_indicator	close_short_indicator
3267	3278	3278	2022-03-23 00:00:00	42376.00000	43036.95000	41750.00000	42899.70	18705.625256	1804.712292	561.126898	-146.583376	1161.093521	498.630307	71.428571	13.766247	12.982311	1.224024	58.083831	0.615057	6.011625	80.665897	33.130376	13.617982	-12.562861	3.431125e+06	5.501088e+06	1.014526e+07	3.228277e+06	8.024657e+08	-0.012208	0.0	0.0	0.0
3268	3279	3279	2022-03-24 00:00:00	42886.85387	44246.90000	42587.00000	44008.91	34415.666262	1917.922292	724.145094	35.897350	1525.174867	682.926414	78.571429	14.684818	19.367607	1.666514	61.279138	0.732409	8.385098	85.943448	48.861353	13.335425	-8.043944	3.431125e+06	5.535504e+06	1.414940e+07	4.598706e+06	1.514596e+09	-0.025496	0.0	0.0	0.0
3269	3280	3280	2022-03-25 00:00:00	44012.36000	45137.12000	43604.80000	44331.85	33649.054375	2280.373292	846.369836	212.482192	1773.251715	845.296908	85.714286	15.933239	23.043096	2.050314	62.183018	0.848326	10.623936	87.137107	49.982023	13.346244	-4.766731	3.431125e+06	5.569153e+06	1.368043e+07	4.844507e+06	1.491725e+09	-0.007207	0.0	0.0	0.0
3270	3281	3281	2022-03-26 00:00:00	44336.00000	44820.58000	44091.09000	44539.42	9783.928553	2678.145292	926.220707	376.819035	1916.013093	979.435536	92.857143	17.092487	20.917496	2.361622	62.784356	0.877427	12.666790	88.832957	65.952534	13.417118	-9.634575	3.431125e+06	5.578937e+06	1.201620e+07	4.734167e+06	4.357705e+08	-0.004567	0.0	-1.0	0.0
3271	3282	3282	2022-03-27 00:00:00	44536.21835	46976.10000	44437.22000	46850.01	17908.726582	3131.054000	1179.476002	647.711402	2491.437794	1257.688814	85.714286	19.016147	32.466588	3.003702	68.742706	0.919807	16.398835	92.114096	67.311622	12.995682	-10.934737	3.431125e+06	5.596845e+06	1.621099e+07	6.171248e+06	8.390240e+08	-0.049387	0.0	0.0	-1.0
3272	3283	3283	2022-03-28 00:00:00	46810.00000	48240.00000	46662.28000	47144.92	28590.391377	3560.320500	1347.738883	897.295480	2829.642763	1484.886467	92.857143	21.199951	37.298739	3.513532	69.415759	0.921609	19.675008	91.130393	74.242327	13.180792	-8.246398	3.431125e+06	5.625436e+06	1.509965e+07	6.259889e+06	1.347892e+09	-0.007104	0.0	0.0	0.0
3273	3284	3284	2022-03-29 00:00:00	47146.92000	48124.94000	46589.00000	47440.20	21032.842701	3972.267000	1453.521709	1127.445242	3014.114244	1669.523642	85.714286	23.161844	32.278521	3.914888	70.109755	0.921830	22.608245	91.260531	69.867211	13.135610	-8.572949	3.431125e+06	5.646469e+06	1.382978e+07	6.257955e+06	9.978023e+08	-0.006182	0.0	0.0	0.0
3274	3285	3285	2022-03-30 00:00:00	47448.41000	47717.01000	46446.00000	47078.03	18707.507996	4140.152500	1449.926223	1303.009619	2943.465637	1766.265434	85.714286	24.847673	27.615693	4.110094	68.069544	0.850446	24.550704	89.433537	65.909273	13.271150	-9.557564	3.431125e+06	5.627761e+06	1.088620e+07	5.746847e+06	8.807126e+08	0.007867	0.0	0.0	0.0
3275	3286	3286	2022-03-31 00:00:00	47048.94777	47665.00000	45190.19424	45508.87	30775.254600	3995.201500	1254.646344	1362.849765	2433.799315	1696.756747	57.142857	25.281055	14.524581	3.931170	59.931976	0.751713	24.003345	81.814298	37.243371	13.756162	-6.122946	3.431125e+06	5.596986e+06	2.432271e+06	3.627704e+06	1.400547e+09	0.033841	0.0	0.0	0.0
3276	3287	3287	2022-04-01 00:00:00	45525.25000	46740.70525	44232.86000	46278.50	32440.701423	3507.625500	1161.721390	1452.894188	2232.363301	1684.357100	57.142857	24.921989	5.713778	3.881678	62.311809	0.650175	24.207889	79.418905	39.139485	13.552429	-2.906248	3.431125e+06	5.629427e+06	5.651566e+06	4.464552e+06	1.501307e+09	-0.016276	NaN	NaN	0.0

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ